Book Image

Hands-On Design Patterns and Best Practices with Julia

By : Tom Kwong
Book Image

Hands-On Design Patterns and Best Practices with Julia

By: Tom Kwong

Overview of this book

Design patterns are fundamental techniques for developing reusable and maintainable code. They provide a set of proven solutions that allow developers to solve problems in software development quickly. This book will demonstrate how to leverage design patterns with real-world applications. Starting with an overview of design patterns and best practices in application design, you'll learn about some of the most fundamental Julia features such as modules, data types, functions/interfaces, and metaprogramming. You'll then get to grips with the modern Julia design patterns for building large-scale applications with a focus on performance, reusability, robustness, and maintainability. The book also covers anti-patterns and how to avoid common mistakes and pitfalls in development. You'll see how traditional object-oriented patterns can be implemented differently and more effectively in Julia. Finally, you'll explore various use cases and examples, such as how expert Julia developers use design patterns in their open source packages. By the end of this Julia programming book, you'll have learned methods to improve software design, extensibility, and reusability, and be able to use design patterns efficiently to overcome common challenges in software development.
Table of Contents (19 chapters)
1
Section 1: Getting Started with Design Patterns
3
Section 2: Julia Fundamentals
7
Section 3: Implementing Design Patterns
15
Section 4: Advanced Topics

The delegation pattern

Delegation is a pattern that is commonly applied in software engineering. The primary objective is to leverage the capabilities of an existing component by wrapping it via a has-a relationship.

The delegation pattern is widely adopted, even in the object-oriented programming community. In the early days of object-oriented programming, people thought that code reuse could be achieved beautifully using inheritance. However, people came to realize that this promise couldn't be completely fulfilled due to a variety of issues related to inheritance. Since then, many software engineers prefer composition over inheritance. The concept of composition is to wrap one object within another. In order to reuse existing functions, we must delegate functions calls to the wrapped object. This section will explain how delegation can be implemented in Julia.

The...